diff --git a/.gitignore b/.gitignore
index d27ad4c..7e8e936 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,5 +1,6 @@
 node_modules
 options*.json
 results*.json
+results*.csv
 uberResults*.json
 lyftResults*.json
\ No newline at end of file
diff --git a/package-lock.json b/package-lock.json
index 22ba1cf..b0c7422 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -9,6 +9,7 @@
       "version": "1.0.0",
       "license": "MIT",
       "dependencies": {
+        "papaparse": "^5.4.1",
         "puppeteer-core": "^21.1.1"
       }
     },
@@ -557,6 +558,11 @@
         "node": ">= 14"
       }
     },
+    "node_modules/papaparse": {
+      "version": "5.4.1",
+      "resolved": "https://registry.npmjs.org/papaparse/-/papaparse-5.4.1.tgz",
+      "integrity": "sha512-HipMsgJkZu8br23pW15uvo6sib6wne/4woLZPlFf3rpDyMe9ywEXUsuD7+6K9PRkJlVT51j/sCOYDKGGS3ZJrw=="
+    },
     "node_modules/pend": {
       "version": "1.2.0",
       "resolved": "https://registry.npmjs.org/pend/-/pend-1.2.0.tgz",
diff --git a/package.json b/package.json
index 25562d1..e03ab81 100644
--- a/package.json
+++ b/package.json
@@ -11,6 +11,7 @@
   "author": "",
   "license": "MIT",
   "dependencies": {
+    "papaparse": "^5.4.1",
     "puppeteer-core": "^21.1.1"
   }
 }
diff --git a/src/generateCSV.js b/src/generateCSV.js
index 076a5a7..8f3f736 100644
--- a/src/generateCSV.js
+++ b/src/generateCSV.js
@@ -1,5 +1,6 @@
 import fs from "fs"
 import * as utils from "./utils.js"
+import Papa from "papaparse"
 
 function extractValuesAndLabels(data) {
   const result = []
@@ -25,6 +26,7 @@ async function main() {
   let uberResults = JSON.parse(
     fs.readFileSync(options.uberPath ?? "./uberResults.json", "utf8"),
   )
+  let columns = new Set()
   let processedData = uberResults
     .filter((res) => res && !res.failedRequest)
     .map((result) => {
@@ -41,19 +43,22 @@ async function main() {
       if (!result.values.length) {
         delete result.values
       }
+      // find all properties to make columns with
+      for (const [key, value] of Object.entries(result)) {
+        columns.add(key)
+      }
       return result
     })
-  processedData.forEach((activity) => {
-    let labels = {}
-    activity.values?.forEach((value) => {
-      if (labels[value.label]) {
-        console.log(activity)
-      } else {
-        labels[value.label] = true
-      }
+    .map((result) => {
+      columns.forEach((column) => {
+        if (typeof result[column] == "undefined") {
+          result[column] = null
+        }
+      })
+      return result
     })
-  })
   fs.writeFileSync("./resultsProcessed.json", JSON.stringify(processedData))
+  fs.writeFileSync("./resultsProcessed.csv", Papa.unparse(processedData))
 }
 
 main()